A small store keeps track of the number X of customers that make a purchase during the first hour that the store is open each day. Based on the records, X has the following probability distribution.
X | 0 | 1 | 2 | 3 | 4 |
P(X) | 0.1 | 0.1 | 0.1 | 0.6 |
Determine P(x=2):
Determine P(x≥3):
Determine P(x<3):
Determine the mean number of customers:
Determine the standard deviation of the number of customers
Solution :
The sum of the probability is equal to 1 .
P(X) = 1
(a)
P(x = 2) = 1 - 0.1 - 0.1 - 0.1 - 0.6 = 0.1
(b)
P(x 3) = P(x = 3) + P(x = 4) = 0.1 + 0.6 = 0.7
(c)
P(x < 3) = P(x = 0) + P(x = 1) + P(x = 2) = 0.1 + 0.1 + 0.1 = 0.3
(d)
x | P(x) | x * P(x) | x2 * P(x) |
0 | 0.1 | 0 | 0 |
1 | 0.1 | 0.1 | 0.1 |
2 | 0.1 | 0.2 | 0.4 |
3 | 0.1 | 0.3 | 0.9 |
4 | 0.6 | 2.4 | 9.6 |
Sum | 1 | 3 | 11 |
Mean = = X * P(X) = 3
(e)
Standard deviation =
=X 2 * P(X) - 2
= 11 - 32
= 1.4142
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